Detrended Fluctuation Analysis of Heart and Respiratory Rhythm in Atrial Fibrillation

被引:2
|
作者
Zekovic, Janko [1 ]
Madzgalj, Sucro [1 ]
Platisa, Mirjana M. [1 ]
机构
[1] Univ Belgrade, Fac Med, Inst Biophys, Lab Biosignals, Visegradska 26-2,Pp22, Belgrade 11102, Serbia
关键词
D O I
10.22489/CinC.2018.300
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Atrial fibrillation (AF) is a disorder in which heart rhythm becomes irregular and has an influence on the respiratory rhythm as well as on cardiopulmonary coupling. We applied detrended fluctuation analysis (DFA) method to find correlation properties of heart and respiratory rhythm in order to clarify behavioral pattern of cardiopulmonary coupling in AF. Scaling exponents: alpha(1) (short-range correlations) and alpha(2) (long-range correlations) were calculated on RR intervals and respiratory signal (Resp). Their relationship with heart/respiratory frequency was examined by regression analysis. In comparison to the control group, there was a significant reduction of alpha(1) and alpha(2) of the heart rhythm in AF group, while alpha(2) (Resp) was significantly increased in AF group. In regression analysis, there were significant intrasystemic relationships. In AF, our results imply a compensatory mechanism in regulation of the respiratory rhythm which was not noticed in regulation of the heart rhythm. We can conclude there is a cardiopulmonary coupling in direction heart-respiratory system in AF, but not in the opposite direction because of impaired vagal stimulation of sinoatrial node (SA).
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Effect of trends on detrended fluctuation analysis
    Hu, K
    Ivanov, PC
    Chen, Z
    Carpena, P
    Stanley, HE
    PHYSICAL REVIEW E, 2001, 64 (01): : 19 - 011114
  • [42] Detrended fluctuation analysis of EEG signals
    Marton, L. F.
    Brassai, S. T.
    Bako, L.
    Losonczi, L.
    7TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING (INTER-ENG 2013), 2014, 12 : 125 - 132
  • [43] Bootstrap testing for detrended fluctuation analysis
    Grau-Carles, P
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 360 (01) : 89 - 98
  • [44] Fourier-detrended fluctuation analysis
    Chianca, CV
    Ticona, A
    Penna, TJP
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 357 (3-4) : 447 - 454
  • [45] ANALYSIS OF ATRIAL RHYTHM DURING VENTRICULAR FIBRILLATION IN DOG
    MEIJLER, FL
    SCHER, AM
    ZIMMERMA.AN
    HEETHAAR, RM
    CIRCULATION, 1972, 46 (04) : 191 - &
  • [46] A meta-analysis of rhythm versus rate control for atrial fibrillation in chronic heart failure
    Copoeru, A. D. Armin Dan
    Cristea, O.
    Cristian, V. H.
    Pop, R. F.
    EUROPEAN JOURNAL OF HEART FAILURE, 2019, 21 : 368 - 368
  • [47] Statistical properties of detrended fluctuation analysis
    Crato, N.
    Linhares, R. R.
    Lopes, S. R. C.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2010, 80 (06) : 625 - 641
  • [48] Sensitivity of detrended fluctuation analysis applied to heart rate variability of preterm newborns
    Morren, Geert
    Lemmerling, Philippe
    Daniels, Hans
    Naulaers, Gunnar
    Van Huffel, Sabine
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 319 - 322
  • [49] Can the Detrended Fluctuation Analysis Reveal Nonlinear Components of Heart Rate Variability?
    Castiglioni, Paolo
    Parati, Gianfranco
    Faini, Andrea
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 6351 - 6354
  • [50] ATRIAL FIBRILLATION AND CONGESTIVE HEART FAILURE: A COST ANALYSIS OF RATE VERSUS RHYTHM CONTROL STRATEGIES
    Poulin, Frederic
    Khairy, Paul
    Levesque, Sylvie
    Roy, Denis
    Talajic, Mario
    Guertin, Jason
    LeLorier, Jacques
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2011, 57 (14) : E1183 - E1183